Ensembles of relational classifiers.
Christine PreisachLars Schmidt-ThiemePublished in: Knowl. Inf. Syst. (2008)
Keyphrases
- ensemble learning
- decision trees
- classifier ensemble
- diversity measures
- ensemble classifier
- weighted voting
- multi relational classification
- combining classifiers
- multiple classifier systems
- support vector
- multiple classifiers
- imbalanced data
- training data
- relational databases
- classification algorithm
- ensemble methods
- feature set
- machine learning algorithms
- training set
- relational data
- combining multiple
- data model
- collective classification
- classification systems
- feature selection
- ensemble members
- meta learning
- supervised classification
- classifier fusion
- multi relational
- classification models
- machine learning methods
- base learners
- training examples
- individual classifiers
- neural network
- data sets
- majority voting
- regression trees
- linear classifiers
- feature vectors
- base classifiers
- svm classifier
- training samples
- multi class